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ResearchFormerly WizWand

User preference study

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Dreambooth SimAC protected

78.1Proportion of Selected Samples

6

Jun 11, 2026

Dreambooth Anti-Dreambooth protected

71.9Proportion of Selected Samples

6

Jun 11, 2026

User Study 40 fine-tuned examples

Sculpting NeRF Geometry ($G_{r_\theta}$)

74.4Preference Proportion

3

Jun 26, 2026

User Preference Study

73.3Artifact Score

2

Jul 2, 2026

Custom Diffusion dataset (test)

3.78User Preference Score

2

Feb 26, 2026

DreamBooth (test)

3.76User Preference Score

2

Feb 26, 2026

Textual Inversion dataset (test)

3.78User Preference Score

2

Feb 26, 2026